Side-by-Side Comparison
Cooks, Short Order leads 5–0| Metric | Cooks, Short Order | Cooks, Fast Food |
|---|---|---|
| Risk Score | 33.8% | 46.3% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 61th | 93th |
| Tasks at Risk (>50%) | 5 / 11 | 12 / 15 |
| Median Salary | $35,620 | $30,160 |
| Employment | 150K | 668K |
Skill Comparison
|
Sorted by largest difference
Establishing and Maintaining Interpersonal Relationships
Performing for or Working Directly with the Public
Training and Teaching Others
Communicating with Persons Outside Organization
Production and Processing
Monitor Processes, Materials, or Surroundings
Finger Dexterity
Communicating with Supervisors, Peers, or Subordinates
Time Management
Thinking Creatively
Protective Factors
Higher values indicate stronger protection against AI displacement
Cooks, Short Order
27%
total discount
Cooks, Fast Food
23%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Cooks, Short Order
5 of 11 at risk88%Accept payments, and make change or write charge slips as necessary.
75%Order supplies and stock them on shelves.
74%Plan work on orders so that items served together are finished at the same time.
53%Complete orders from steam tables, placing food on plates and serving customers at tables or counters.
51%Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.
Cooks, Fast Food
12 of 15 at risk88%Take food and drink orders and receive payment from customers.
76%Verify that prepared food meets requirements for quality and quantity.
75%Read food order slips or receive verbal instructions as to food required by patron, and prepare and cook food according to instructions.
61%Prepare and serve beverages, such as coffee or fountain drinks.
59%Prepare specialty foods, such as pizzas, fish and chips, sandwiches, or tacos, following specific methods that usually require short preparation time.
Wage Comparison
Cooks, Fast Food earns -$5,460(-15%) vs Cooks, Short Order
Cooks, Short OrderCooks, Fast Food
10th
$23,770$22,370
25th
$30,160$26,540
Median
$35,620$30,160
75th
$39,990$35,710
90th
$46,010$38,980
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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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